An End-to-end Supervised Domain Adaptation Framework for Cross-Domain Change Detection Apr 1, 2022 Change Detection Change detection for remote sensing images
Code Code Available 5 Audio-Adaptive Activity Recognition Across Video Domains Mar 27, 2022 Activity Recognition Domain Adaptation
Code Code Available 5 D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation Feb 14, 2022 Active Learning Domain Adaptation
Code Code Available 5 A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation Mar 16, 2023 Domain Adaptation image-classification
Code Code Available 5 AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs Mar 17, 2019 Domain Adaptation
Code Code Available 5 Continuously Index Domain Adaptation Jul 1, 2020 Continuously Indexed Domain Adaptation Domain Adaptation
Code Code Available 5 ADeLA: Automatic Dense Labeling with Attention for Viewpoint Adaptation in Semantic Segmentation Jul 29, 2021 Domain Adaptation Hallucination
Code Code Available 5 Fader Networks for domain adaptation on fMRI: ABIDE-II study Oct 14, 2020 Domain Adaptation Functional Connectivity
Code Code Available 5 Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection Nov 30, 2021 3D Object Detection Domain Adaptation
Code Code Available 5 FastSAM-3DSlicer: A 3D-Slicer Extension for 3D Volumetric Segment Anything Model with Uncertainty Quantification Jul 17, 2024 CPU Domain Adaptation
Code Code Available 5 Angular Gap: Reducing the Uncertainty of Image Difficulty through Model Calibration Jul 18, 2022 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Contrastive Adaptation Network for Unsupervised Domain Adaptation Jan 4, 2019 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation Jun 8, 2021 Domain Adaptation Semi-supervised Domain Adaptation
Code Code Available 5 Contrastive Domain Adaptation for Question Answering using Limited Text Corpora Aug 31, 2021 Domain Adaptation Question Answering
Code Code Available 5 Contrastive Learning for Unsupervised Domain Adaptation of Time Series Jun 13, 2022 Contrastive Learning Domain Adaptation
Code Code Available 5 Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation Jun 15, 2023 Contrastive Learning Domain Adaptation
Code Code Available 5 A DIRT-T Approach to Unsupervised Domain Adaptation Feb 23, 2018 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation Mar 9, 2023 Contrastive Learning Domain Adaptation
Code Code Available 5 Adjustment and Alignment for Unbiased Open Set Domain Adaptation Jan 1, 2023 Domain Adaptation Model Optimization
Code Code Available 5 Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures Aug 18, 2022 Anatomy Contrastive Learning
Code Code Available 5 Cycle-StarNet: Bridging the gap between theory and data by leveraging large datasets Jul 6, 2020 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 Controlling Directions Orthogonal to a Classifier Jan 27, 2022 Domain Adaptation Fairness
Code Code Available 5 CORE-ReID: Comprehensive Optimization and Refinement through Ensemble Fusion in Domain Adaptation for Person Re-Identification Jun 3, 2024 Domain Adaptation Person Re-Identification
Code Code Available 5 COOOL: Challenge Of Out-Of-Label A Novel Benchmark for Autonomous Driving Dec 6, 2024 Anomaly Detection Autonomous Driving
Code Code Available 5 Cooperative Students: Navigating Unsupervised Domain Adaptation in Nighttime Object Detection Apr 2, 2024 Domain Adaptation object-detection
Code Code Available 5 CO-Optimal Transport Feb 10, 2020 Clustering Data Summarization
Code Code Available 5 Copy Is All You Need Jul 13, 2023 All Domain Adaptation
Code Code Available 5 Anomaly Detection in IR Images of PV Modules using Supervised Contrastive Learning Dec 6, 2021 Anomaly Detection Contrastive Learning
Code Code Available 5 DACAD: Domain Adaptation Contrastive Learning for Anomaly Detection in Multivariate Time Series Apr 17, 2024 Anomaly Detection Contrastive Learning
Code Code Available 5 Correlation Alignment for Unsupervised Domain Adaptation Dec 6, 2016 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 5 CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation Jul 20, 2022 3D Unsupervised Domain Adaptation Autonomous Driving
Code Code Available 5 CoSDA: Continual Source-Free Domain Adaptation Apr 13, 2023 Domain Adaptation Source-Free Domain Adaptation
Code Code Available 5 FineFake: A Knowledge-Enriched Dataset for Fine-Grained Multi-Domain Fake News Detection Mar 30, 2024 Domain Adaptation Fake News Detection
Code Code Available 5 FineMedLM-o1: Enhancing the Medical Reasoning Ability of LLM from Supervised Fine-Tuning to Test-Time Training Jan 16, 2025 Domain Adaptation
Code Code Available 5 Fine-Tuning Strategies for Continual Online EEG Motor Imagery Decoding: Insights from a Large-Scale Longitudinal Study Feb 5, 2025 Decoder Domain Adaptation
Code Code Available 5 Contrastive Domain Adaptation for Time-Series via Temporal Mixup Dec 3, 2022 Contrastive Learning Domain Adaptation
Code Code Available 5 DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation Apr 22, 2021 Autonomous Driving Domain Adaptation
Code Code Available 5 A Survey on Deep Multi-modal Learning for Body Language Recognition and Generation Aug 17, 2023 Domain Adaptation Self-Supervised Learning
Code Code Available 5 FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation Apr 7, 2024 Data Augmentation Domain Adaptation
Code Code Available 5 COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19 Apr 30, 2020 COVID-19 Diagnosis Diagnostic
Code Code Available 5 From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation Mar 27, 2021 Animal Pose Estimation Domain Adaptation
Code Code Available 5 Cross-category Video Highlight Detection via Set-based Learning Aug 26, 2021 Domain Adaptation Highlight Detection
Code Code Available 5 Cross-Domain Adaptive Clustering for Semi-Supervised Domain Adaptation Apr 19, 2021 Clustering Domain Adaptation
Code Code Available 5 An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation Jul 3, 2024 Domain Adaptation Image Segmentation
Code Code Available 5 Cross-Domain Graph Anomaly Detection via Anomaly-aware Contrastive Alignment Dec 2, 2022 Anomaly Detection Contrastive Learning
Code Code Available 5 GALA: Graph Diffusion-based Alignment with Jigsaw for Source-free Domain Adaptation Oct 22, 2024 Domain Adaptation GRAPH DOMAIN ADAPTATION
Code Code Available 5 General and Domain Adaptive Chinese Spelling Check with Error Consistent Pretraining Mar 21, 2022 Domain Adaptation token-classification
Code Code Available 5 Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization Dec 21, 2021 Domain Adaptation Domain Generalization
Code Code Available 5 Cross-domain Detection via Graph-induced Prototype Alignment Mar 28, 2020 Domain Adaptation object-detection
Code Code Available 5 A Survey of World Models for Autonomous Driving Jan 20, 2025 Anomaly Detection Autonomous Driving
Code Code Available 5 